"language model interpretability" Papers

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From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering

Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller et al.

ICLR 2025posterarXiv:2412.17701
3
citations

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words

Gouki Gouki, Hiroki Furuta, Yusuke Iwasawa et al.

ICLR 2025posterarXiv:2501.06254
9
citations

Scaling and evaluating sparse autoencoders

Leo Gao, Tom Dupre la Tour, Henk Tillman et al.

ICLR 2025posterarXiv:2406.04093
298
citations

Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders

James Oldfield, Shawn Im, Sharon Li et al.

NeurIPS 2025posterarXiv:2505.21364

Explorations of Self-Repair in Language Models

Cody Rushing, Neel Nanda

ICML 2024poster

Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models

Asma Ghandeharioun, ‪Avi Caciularu‬‏, Adam Pearce et al.

ICML 2024poster